As AI systems become more capable, they may internally represent concepts outside the sphere of human knowledge. This work gives an end-to-end example of unearthing machine-unique knowledge in the ...

Abstract: Game tree search algorithms play a vital role in application of computational and artificial intelligence methods in games and sequential combinatorial optimization problems. This article ...

Using neural networks together with advanced reinforcernent learning algorithms can surpass human knowledge of chess and allow us to reimagine the game as we know it. We use AlphaZero, a system that ...

In debates about artificial intelligence (AI), imaginations often run wild. Policy-makers, opinion leaders, and the public tend to believe that AI is already an immensely powerful universal technology ...

1 Department of Computer Science, Beijing University of Technology, Beijing, China. 2 Department of Information Technology and Engineering, Dalian Polytechnic University, Dalian, China. 3 Department ...

Twenty years ago IBM’s Deep Blue computer stunned the world by becoming the first machine to beat a reigning world chess champion in a six-game match. The supercomputer’s success against an ...